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Overview

Welcome to the LlamaParse integration guide for Julep! This integration allows you to parse documents efficiently, enabling you to build workflows that require document processing capabilities. Whether you’re developing a document management system or need to extract information from files, this guide will walk you through the setup and usage.

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Prerequisites

To use the LlamaParse integration, you need an API key. You can obtain this key by signing up at LlamaParse.

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How to Use the Integration

To get started with the LlamaParse integration, follow these steps to configure and create a task:
1

Configure Your API Key

Add your API key to the tools section of your task. This will allow Julep to authenticate requests to LlamaParse on your behalf.
2

Create Task Definition

Use the following YAML configuration to define your document parsing task:
LlamaParse Example
name: LlamaParse Task

tools:
- name: llama_parse
  type: integration
  integration:
    provider: llama-parse
    method: parse
    setup:
      llamaparse_api_key: "LLAMAPARSE_API_KEY"
      params: # Optional setup parameters
        key1: "value1" # these are placeholders for the actual parameters
        key2: "value2" # these are placeholders for the actual parameters

main:
- tool: llama_parse
  arguments:
    file: base64_encoded_file # this is a placeholder for the actual file
    filename: document.pdf # this is a placeholder for the actual filename
    base64: true
    params: # Optional arguments parameters
      key1: value1 # these are placeholders for the actual parameters
      key2: value2 # these are placeholders for the actual parameters
3

Run Task

Deploy your task by creating a new execution.

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YAML Explanation

  • name: A descriptive name for the task, in this case, “LlamaParse Task”.
  • tools: This section lists the tools or integrations being used. Here, llama_parse is defined as an integration tool.
  • type: Specifies the type of tool, which is integration in this context.
  • integration: Details the provider and setup for the integration.
    • provider: Indicates the service provider, which is llama-parse for LlamaParse.
    • method: Indicates the method to be used, which is parse for LlamaParse. If not specified, the method will be parse by default.
    • setup: Contains configuration Details
      • llamaparse_api_key: (Required) The API key of the LlamaParse account.
      • params: (Optional) Optional parameters for the configuration.
  • main: Defines the main execution steps.
    • tool: Refers to the tool defined earlier (llama_parse).
    • arguments: Specifies the input parameters for the tool:
      • file: Can be either a base64 encoded file string or an array of http/https URLs to load
      • filename: (optional) The name of the file (only used with base64 encoded files). Defaults to None.
      • base64: (optional) Whether the input file is base64 encoded. Defaults to false.
      • params: (optional) Optional arguments parameters that can override setup parameters for specific tasks. Defaults to None.
The different parameters available for the LlamaParse integration can be found in the LlamaParse API documentation.
Remember to replace LLAMAPARSE_API_KEY with your actual API key and ensure your file is base64 encoded if base64 is set to true. Use the params field to pass any additional parameters required by your specific use case.
LlamaParse supports a wide range of different file types. For a full list of supported file types, please refer to the LlamaParse documentation.

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Conclusion

With the LlamaParse integration, you can efficiently process documents and extract valuable information. This integration provides a robust solution for document processing, enhancing your workflow’s capabilities and user experience.
For more information, please refer to the LlamaParse documentation.
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